Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-27 1.515420 1.902818 2.427052 3.221789 4.465100 6.481879 10.405500
2025-08-03 1.005592 1.382808 1.976182 3.076753 5.376927 11.157433 36.272632
2025-08-10 0.796920 1.161027 1.794241 3.157487 6.813248 21.787920 425.443313
2025-08-17 0.681412 1.037027 1.706008 3.340252 8.926137 52.908327 NaN
2025-08-24 0.587265 0.919548 1.578409 3.339676 10.660877 137.206602 NaN
2025-08-31 0.508783 0.811130 1.431291 3.192644 11.655023 381.842584 NaN
2025-09-07 0.467213 0.763040 1.398494 3.365526 15.241237 304475.893435 NaN
2025-09-14 0.425874 0.707053 1.330673 3.385030 18.316676 NaN NaN
2025-09-21 0.386558 0.648550 1.241745 3.278481 20.223329 NaN NaN
2025-09-28 0.356017 0.603641 1.176170 3.228302 23.104227 NaN NaN
2025-10-05 0.344990 0.597918 1.209122 3.616578 37.951809 NaN NaN
2025-10-12 0.329188 0.579314 1.202959 3.837568 57.296759 NaN NaN
2025-10-19 0.308258 0.547236 1.153942 3.826208 73.302497 NaN NaN
2025-10-26 0.285898 0.509539 1.081975 3.652252 79.490711 NaN NaN
2025-11-02 0.272358 0.490439 1.060838 3.758271 121.473120 NaN NaN
2025-11-09 0.262631 0.478915 1.059905 3.995386 251.083227 NaN NaN
2025-11-16 0.249527 0.457935 1.025467 3.994697 401.490798 NaN NaN
2025-11-23 0.234612 0.431241 0.968511 3.804087 438.634292 NaN NaN
2025-11-30 0.227589 0.422798 0.968552 4.028331 1780.549513 NaN NaN
2025-12-07 0.218210 0.407690 0.944033 4.053724 7771.929245 NaN NaN
2025-12-14 0.207455 0.388307 0.902286 3.915240 17437.848951 NaN NaN
2025-12-21 0.198531 0.372771 0.871370 3.850218 841731.968523 NaN NaN
2025-12-28 0.196918 0.375213 0.902240 4.356593 NaN NaN NaN